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I've used lots of different tools - some commercial, some open-source, some home-grown - for test automation. I usually use a mix of such tools in my overall automation efforts.

Over the years, I have found some nice-to-have features and attributes that I end up looking for, or building, as I assemble a new Test Automation Suite. Some of these attributes are part of the tools themselves. Others come about because of the way I assemble my Test Suites and tools into a complete package.